zulily

Software Engineer 2 - Machine Learning

Machine Learning Engineer in Seattle, WA

Posted 2019-06-17
Description

As a Software Development - Machine Learning Engineer, you build and scale our machine learning and experimentation platforms and incorporate new features to drive model predictions. This is your opportunity to make a big impact - ranging from delivering a personalized customer experience to optimizing advertising spend to improving merchandising efficiencies. You work on cross-functional initiatives, such as service and container platforms, machine learning platforms, data security, distributed memory services, service monitoring, real-time experimentation, data transformations, and much more. Your services scale to support high volumes of traffic at low latency and high availability.



Responsibilities:



Build scalable machine learning services and data platforms
Feature engineering to improve model performance on key business metrics
Job Description Details

As a Software Development - Machine Learning Engineer, you build and scale our machine learning and experimentation platforms and incorporate new features to drive model predictions. This is your opportunity to make a big impact - ranging from delivering a personalized customer experience to optimizing advertising spend to improving merchandising efficiencies. You work on cross-functional initiatives, such as service and container platforms, machine learning platforms, data security, distributed memory services, service monitoring, real-time experimentation, data transformations, and much more. Your services scale to support high volumes of traffic at low latency and high availability.

Responsibilities:

Build scalable machine learning services and data platforms
Feature engineering to improve model performance on key business metrics
Qualified Candidates Must Posssess:

Bachelor in Computer Science or related technical discipline or equivalent combination of education and experience.
3+ years of software development experience building and operating high traffic web services and platforms
Familiarity with frameworks such as MLlib, scikit-learn, H2O, Torch, TensorFlow, Theano, Caffe
Experience with Spark, Hadoop, Pig, MapReduce technologies
Excellent written and verbal communication skills
Demonstrated personal initiative and strong ownership of deliverables
Ability to explore new ideas and have a passion to make them happen

Highly Preferred:

Backgound with Amazon Web Services a plus
Master's degree

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Company summary

zulily is an online retailer that offers consumers daily product deals.

Perks

Generous PTO and HTO (paid time off for hacking); education and career development; evolving and modern workplace

Tech Stack

Java, PHP, Angular, jQuery, JavaScript, Node, React, Go, CSS, HTML, MySQL, SQL, MongoDB, Cassandra, Elasticsearch, RabbitMQ, Drop Wizard, JSON, Redis, AWS

Interview process

Technical phone screen with hiring manager (30-60 minutes, may include coding test); onsite interview (full loop 4-5 hours); 48 hour turnaround time.

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